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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

850 listings found

2007 Ford Explorer Eddie Bauer

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Explorer Eddie Bauer

Moses Lake, WA

UnscoredInsufficient · 0
$2,899233,055 mi

Moses Lake, WA

2007 Ford Expedition XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Expedition XLT

Moses Lake, WA

UnscoredInsufficient · 0
$3,999264,147 mi

Moses Lake, WA

2000 GMC Yukon Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 GMC Yukon Base

Moses Lake, WA

UnscoredInsufficient · 0
$3,999197,203 mi

Moses Lake, WA

2002 Toyota Sequoia SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Toyota Sequoia SR5

Moses Lake, WA

UnscoredLimited · 5
$4,899262,668 mi

Comparison: 5 similar vehicles

Moses Lake, WA

2010 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Equinox LTZ

Ephrata, WA

UnscoredInsufficient · 3
$4,925126,384 mi

Comparison: 3 similar vehicles

Ephrata, WA

2012 Chevrolet Traverse LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Traverse LTZ

Wenatchee, WA

UnscoredInsufficient · 0
$4,950230,411 mi

Wenatchee, WA

2012 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox 1LT

Moses Lake, WA

UnscoredLimited · 13
$4,999205,754 mi

Comparison: 13 similar vehicles

Moses Lake, WA

2003 Chevrolet Suburban LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Chevrolet Suburban LS

Moses Lake, WA

UnscoredInsufficient · 3
$4,999220,139 mi

Comparison: 3 similar vehicles

Moses Lake, WA

2005 GMC Yukon SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 GMC Yukon SLE

Moses Lake, WA

UnscoredInsufficient · 0
$5,000280,463 mi

Moses Lake, WA

2007 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Tahoe LT

Moses Lake, WA

UnscoredLimited · 5
$5,499240,765 mi

Comparison: 5 similar vehicles

Moses Lake, WA

2006 GMC Yukon SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 GMC Yukon SL

Moses Lake, WA

UnscoredInsufficient · 0
$5,499174,689 mi

Moses Lake, WA

2010 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Equinox LTZ

Moses Lake, WA

UnscoredInsufficient · 3
$5,599173,474 mi

Comparison: 3 similar vehicles

Moses Lake, WA

2007 Cadillac SRX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Cadillac SRX Base

Moses Lake, WA

UnscoredInsufficient · 0
$6,000138,981 mi

Moses Lake, WA

2004 Jeep Wrangler X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Jeep Wrangler X

Moses Lake, WA

UnscoredInsufficient · 0
$6,000178,401 mi

Moses Lake, WA

2008 Subaru Tribeca Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Subaru Tribeca Limited

Moses Lake, WA

UnscoredInsufficient · 3
$6,499183,309 mi

Comparison: 3 similar vehicles

Moses Lake, WA

2015 Jeep Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Cherokee Limited

Moses Lake, WA

UnscoredLimited · 13
$6,899179,762 mi

Comparison: 13 similar vehicles

Moses Lake, WA

2019 Nissan Pathfinder SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Nissan Pathfinder SV

Moses Lake, WA

UnscoredLimited · 8
$6,999196,602 mi

Comparison: 8 similar vehicles

Moses Lake, WA

2014 Lincoln MKT EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Lincoln MKT EcoBoost

Moses Lake, WA

UnscoredInsufficient · 0
$7,299145,065 mi

Moses Lake, WA

2017 GMC Terrain SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Terrain SLT

Wenatchee, WA

UnscoredLimited · 7
$7,326142,000 mi

Comparison: 7 similar vehicles

Wenatchee, WA

2015 Jeep Cherokee Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Cherokee Latitude

Ephrata, WA

UnscoredModerate · 26
$7,499162,746 mi

Comparison: 26 similar vehicles

Ephrata, WA

2015 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Equinox LTZ

Ephrata, WA

Fair PriceLimited · 13
$7,499110,876 mi

Market: $7,700 – $11,195

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Ephrata, WA

2016 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Jeep Patriot Sport

Moses Lake, WA

UnscoredModerate · 28
$7,699126,277 mi

Comparison: 28 similar vehicles

Moses Lake, WA

2012 GMC Acadia SLT2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 GMC Acadia SLT2

East Wenatchee, WA

UnscoredInsufficient · 0
$7,959159,863 mi

East Wenatchee, WA

2015 Jeep Cherokee Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Cherokee Sport

Ephrata, WA

Fair PriceLimited · 16
$7,99580,553 mi

Market: $3,800 – $12,395

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ephrata, WA

2016 Dodge Journey Crossroad

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Journey Crossroad

Wenatchee, WA

UnscoredInsufficient · 0
$7,999149,663 mi

Wenatchee, WA

2016 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Kia Sorento LX

Moses Lake, WA

UnscoredModerate · 29
$7,999138,394 mi

Comparison: 29 similar vehicles

Moses Lake, WA

2013 GMC Yukon XL Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 GMC Yukon XL Denali

Moses Lake, WA

UnscoredInsufficient · 3
$7,999196,354 mi

Comparison: 3 similar vehicles

Moses Lake, WA

2014 Jeep Compass Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Jeep Compass Latitude

Moses Lake, WA

UnscoredLimited · 9
$8,000129,999 mi

Comparison: 9 similar vehicles

Moses Lake, WA

2017 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Equinox LT

Ephrata, WA

UnscoredLimited · 6
$8,100127,282 mi

Comparison: 6 similar vehicles

Ephrata, WA

2015 Dodge Journey American Value Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Dodge Journey American Value Package

Wenatchee, WA

UnscoredInsufficient · 0
$8,199163,102 mi

Wenatchee, WA

2007 Cadillac Escalade Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Cadillac Escalade Base

Moses Lake, WA

UnscoredLimited · 11
$8,499173,753 mi

Comparison: 11 similar vehicles

Moses Lake, WA

2014 Chevrolet Equinox 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Equinox 2LT

Wenatchee, WA

UnscoredInsufficient · 0
$8,564141,000 mi

Wenatchee, WA

2009 Toyota Venza Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Toyota Venza Base

Moses Lake, WA

Fair PriceLimited · 10
$9,000106,980 mi

Market: $4,999 – $10,499

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Moses Lake, WA

2015 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Trax LS

Moses Lake, WA

UnscoredInsufficient · 4
$9,45069,767 mi

Comparison: 4 similar vehicles

Moses Lake, WA

2015 Volvo XC60 T6 Platinum

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Volvo XC60 T6 Platinum

Ephrata, WA

UnscoredInsufficient · 0
$9,50074,048 mi

Ephrata, WA

2017 Mercedes-Benz GLE-Class GLE350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Mercedes-Benz GLE-Class GLE350

Wenatchee, WA

UnscoredLimited · 15
$9,673126,000 mi

Comparison: 15 similar vehicles

Wenatchee, WA

2010 Lexus RX 450h

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Lexus RX 450h

Ephrata, WA

UnscoredLimited · 10
$9,925160,441 mi

Comparison: 10 similar vehicles

Ephrata, WA

2016 GMC Acadia Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 GMC Acadia Denali

Moses Lake, WA

UnscoredLimited · 17
$9,999141,614 mi

Comparison: 17 similar vehicles

Moses Lake, WA

2016 Jeep Renegade 75th Anniversary Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Jeep Renegade 75th Anniversary Edition

Moses Lake, WA

UnscoredInsufficient · 0
$10,00097,207 mi

Moses Lake, WA

2011 Honda Pilot Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Honda Pilot Touring

Wenatchee, WA

UnscoredLimited · 7
$10,198144,296 mi

Comparison: 7 similar vehicles

Wenatchee, WA

2016 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Explorer XLT

East Wenatchee, WA

Fair PriceModerate · 37
$10,199119,266 mi

Market: $4,999 – $17,249

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

East Wenatchee, WA

2007 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Tahoe LT

Wenatchee, WA

UnscoredLimited · 9
$10,199187,274 mi

Comparison: 9 similar vehicles

Wenatchee, WA

2009 Toyota Venza Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Toyota Venza Base

Ephrata, WA

UnscoredLimited · 10
$10,225141,500 mi

Comparison: 10 similar vehicles

Ephrata, WA

2016 Nissan Rogue SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan Rogue SL

Moses Lake, WA

UnscoredModerate · 24
$10,499145,913 mi

Comparison: 24 similar vehicles

Moses Lake, WA

2015 Nissan Rogue SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan Rogue SL

Wenatchee, WA

Fair PriceModerate · 26
$10,698100,000 mi

Market: $3,800 – $13,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Wenatchee, WA

2014 Jeep Grand Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Jeep Grand Cherokee Limited

Wenatchee, WA

UnscoredModerate · 44
$10,796131,222 mi

Comparison: 44 similar vehicles

Wenatchee, WA

2018 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Dodge Journey SXT

Wenatchee, WA

UnscoredLimited · 7
$10,999129,197 mi

Comparison: 7 similar vehicles

Wenatchee, WA

2014 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Explorer XLT

Moses Lake, WA

UnscoredLimited · 12
$10,999123,826 mi

Comparison: 12 similar vehicles

Moses Lake, WA

2012 Jeep Grand Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Jeep Grand Cherokee Limited

Wenatchee, WA

UnscoredInsufficient · 4
$10,999126,303 mi

Comparison: 4 similar vehicles

Wenatchee, WA

2009 Jeep Wrangler Unlimited X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Jeep Wrangler Unlimited X

Moses Lake, WA

UnscoredLimited · 8
$10,999142,658 mi

Comparison: 8 similar vehicles

Moses Lake, WA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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